Title :
Greedy multiuser detection over single-path fading channel
Author :
AlRustamani, Amina ; Vojcic, Branimir
Author_Institution :
Dept. of Electr. & Comput. Eng., George Washington Univ., Washington, DC, USA
Abstract :
In this paper, we present a greedy multiuser detector for code-division multiple-access (CDMA) systems in single-path Rayleigh fading channel. In this approach the coefficients of the maximum likelihood (ML) metric are utilized as weights indicating the order in which bits can be estimated, i.e. we take into consideration the order of the coefficients contribution to the ML metric. The complexity of the algorithm is O(K2 log K) per bit interval, where K is the number of users. The results show that the greedy algorithm achieves near-optimum performance if there is a significant imbalance in the values of the coefficients resulting from fading, asynchronous transmission and in the low to moderate signal-to-noise ratio (SNR) region. For the high SNR region the performance reaches an error floor, which can be eliminated at the expense of insignificant increase in the complexity of the algorithm
Keywords :
Rayleigh channels; code division multiple access; computational complexity; maximum likelihood detection; maximum likelihood estimation; multiuser channels; spread spectrum communication; CDMA systems; Rayleigh fading channel; algorithm complexity; asynchronous transmission; code-division multiple-access systems; greedy multiuser detection; maximum likelihood metric; near-optimum performance; signal-to-noise ratio; single-path fading channel; AWGN; Bandwidth; Detectors; Fading; Greedy algorithms; Iterative algorithms; Maximum likelihood estimation; Multiaccess communication; Multiuser detection; Signal processing;
Conference_Titel :
Spread Spectrum Techniques and Applications, 2000 IEEE Sixth International Symposium on
Conference_Location :
Parsippany, NJ
Print_ISBN :
0-7803-6560-7
DOI :
10.1109/ISSSTA.2000.876526